Find UC Berkeley Faculty

learning, decision making, computational modeling, executive functions

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

data science, Educational Data Science, scientific computing

computational mechanics, mechanics of solids, finite element methods, finite element software

sustainable design, morphing material mechanisms, ecology, sustainability

Lithium-ion Batteries, multivalent batteries, organic electrolytes, polar materials, datamining of materials properties for energy applications

design computation, architectural representation, design methods, Generative AI, artificial intelligence, creativity, ideation and creativity

Cyber-Physical Systems, embedded software, modeling and design of systems, real-time and concurrent system, theory of current systems

optometry, low vision, vision science, pattern vision, reading, cortical adaptation and plasticity

advanced manufacturing, 3D printing systems, fire propagation and control, UAVs and swarms, ballistic fabric shielding, food-system modeling, pandemic modeling

applications of artificial intelligence and machine learning in engineering and sciences, structural mechanics, computational mechanics, computational materials, computational mechanics and computational physics, finite element methods and meshfree particle methods, ferroelectric and piezoelectric materials, atomistic simulation and multiscale simulations, nonlinear continuum mechanics, soft matter mechanics, wave propagations, modeling and simulation of fracture, dislocations, modeling and simulation of material failures, nano-mechanics, bio-mechanics and bio-physics, cellular mechanics, micromechanics & composite materials, mechanics and physics of amorphous materials

language acquisition, language processing

Buddhist visual culture, Eco Art History

synthetic biology

energy storage, computational modeling, machine learning, autonomous laboratories

theoretical ecology, stochastic processes, optimal control, decision theory, ecoinformatics, data science, tipping points

applied mathematics, mathematical analysis, probability, numerical analysis, optimization, Monte Carlo methods

cardiovascular biomechanics, computational mechanics, computational fluid dynamics, thrombosis, medical image processing, dynamical systems, fluid dynamics, Lagrangian coherent structures, mathematical modeling

dance, choreography, Multi-Media Performance, Dance Theater

digital forensics, forensic science, misinformation, human perception

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

history of science, History of Mathematics, history of technology, science and society, science studies, STS

optometry, vision science, pattern vision, abnormal visual development

condensed matter theory